5/20/2023 0 Comments Install miniconda linuxUseful Machine Learning APIsĪPIs help developers integrate a variety of features into their applications. So, if you have a powerful GPU in your arsenal, TensorFlow can help you make the most out of it. Usually, a GPU makes things faster for deep learning applications compared to the CPU. With TensorFlow, you get the ability to train the data computation on a CPU or the GPU. The intuitive user experience is a cherry on top of it. TensorFlow aims to help you with the easy model building hence, an effortless debugging experience is a part of that process. Without an open-source framework, it may not have been as popular as it is. Google decided to open-source TensorFlow in 2015 to allow the community to improve it further and provide transparency on how it works.ĭevelopers can customize the library in various ways to solve problems you may not have expected. So, we will focus on common features beneficial for most. If we get to discuss the technical benefits, you will have to compare them for what you do. TensorFlow is famous for several reasons, and you can evaluate that for yourself, knowing its best feature offerings. While I’m not a developer, you can explore its documentation to know how it affects your workflow of deploying a machine learning application. TensorFlow provides tools to help develop and train models using Python or JavaScript. If you want to solve a problem using machine learning, you can get help with TensorFlow. It makes things easy to build and deploy ML-powered applications. Technically, TensorFlow is an open-source platform that helps with deep learning applications and any other machine learning use cases. Here, let me highlight a few things about TensorFlow, its features, and quick methods to install it on Windows and Linux. It helps with a range of tasks for developers working in that field.įor starters, you need to have an understanding of machine learning or, specifically, deep learning before you can make use of TensorFlow. TensorFlow is an open-source platform developed by Google for machine learning and AI (artificial intelligence).
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